Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008934

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660008022

distance 0.189 · cross-district

#2 · Beedcell 4700007580

distance 0.19

#3 · Beedcell 4700007950

distance 0.231

#4 · Beedcell 4700008641

distance 0.234

#5 · Chhatrapati Sambhajinagarcell 4690000594

distance 0.238 · cross-district

#6 · Beedcell 4700008751

distance 0.248

#7 · Beedcell 4700007960

distance 0.25

#8 · Ahmednagarcell 4660005994

distance 0.253 · cross-district

#9 · Beedcell 4700007294

distance 0.255

#10 · Beedcell 4700008741

distance 0.255

#11 · Dharashivcell 4880004328

distance 0.259 · cross-district

#12 · Beedcell 4700007863

distance 0.265

#13 · Ahmednagarcell 4660007535

distance 0.267 · cross-district

#14 · Beedcell 4700008431

distance 0.267

#15 · Beedcell 4700005466

distance 0.268

#16 · Hingolicell 4770000118

distance 0.269 · cross-district

#17 · Beedcell 4700007573

distance 0.271

#18 · Nandedcell 4850004241

distance 0.271 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700008934}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.